Ktrain

Latest version: v0.41.4

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0.37.2

new:
- N/A

changed
- `text.models`, `vision.models`, and `tabular.models` now all automatically set metrics to use `binary_accuracy` for multilabel problems

fixed:
- fix `validate` to support multilabel classification problems (498)
- add a warning to `TransformerPreprocessor.get_classifier` to use `binary_accuracy` for multilabel problems (498)

0.37.1

new:
- Supply arguments to `generate` in `TransformerSummarizer.summarize`

changed
- N/A

fixed:
- N/A

0.37.0

new:
- Support for **Generative Question-Answering** powered by OpenAI models, LangChan, and PaperQA. Ask questions to any set of documents and get back answers with citations to where the answer was found in your documents.

changed
- N/A

fixed:
- N/A

0.36.1

new:
- N/A

changed
- N/A

fixed:
- resolved issue with using DeBERTa embedding models with NER (492)

0.36.0

new:
- easy-to-use-wrapper for sentiment analysis

changed
- N/A

fixed:
- N/A

0.35.1

new:
- N/A

changed
- N/A

fixed:
- Ensure `do_sample=True` for `GenerativeAI`

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